


"""simple docstring"""


import logging
import os
from typing import List, TextIO, Union

from conllu import parse_incr
from utils_ner import InputExample, Split, TokenClassificationTask


__lowerCamelCase   :Any						     =		logging.getLogger(__name__)


class       A__						(    lowercase__):


     """simple docstring"""

     def __init__(						self:    Any  ,		__a:    Tuple=-1						)->     Optional[Any]:
           lowerCamelCase       :       Tuple   =						label_idx

     def 		a__    (						self:    str  ,		__a:    int  ,		__a:    Union[Split, str]						)->     List[InputExample]:


           if isinstance(SCREAMING_SNAKE_CASE_  ,		SCREAMING_SNAKE_CASE_						):
                 lowerCamelCase       :       Tuple   =						mode.value
           lowerCamelCase       :       Optional[Any]   =						os.path.join(SCREAMING_SNAKE_CASE_  ,		f'{mode}.txt'						)
           lowerCamelCase       :       List[Any]   =						1
           lowerCamelCase       :       Tuple   =						[]
           with open(SCREAMING_SNAKE_CASE_  ,		encoding="""utf-8"""						) as f:
                 lowerCamelCase       :       int   =						[]
                 lowerCamelCase       :       Optional[int]   =						[]
                 for line in f:
                       if line.startswith("""-DOCSTART-"""						) or line == "" or line == "\n":
                             if words:
                                   examples.append(InputExample(guid=f'{mode}-{guid_index}'  ,		words=SCREAMING_SNAKE_CASE_  ,		labels=SCREAMING_SNAKE_CASE_						)						)
                                   guid_index += 1
                                   lowerCamelCase       :       List[Any]   =						[]
                                   lowerCamelCase       :       List[str]   =						[]
                       else:
                             lowerCamelCase       :       Dict   =						line.split(""" """						)
                             words.append(splits[0]						)
                             if len(SCREAMING_SNAKE_CASE_						) > 1:
                                   labels.append(splits[self.label_idx].replace("""\n"""  ,		""""""						)						)
                             else:
                                   # Examples could have no label for mode = "test"
                                   labels.append("""O"""						)
                 if words:
                       examples.append(InputExample(guid=f'{mode}-{guid_index}'  ,		words=SCREAMING_SNAKE_CASE_  ,		labels=SCREAMING_SNAKE_CASE_						)						)
           return examples

     def 		a__    (						self:    List[str]  ,		__a:    TextIO  ,		__a:    TextIO  ,		__a:    List						)->     Dict:
           lowerCamelCase       :       int   =						0
           for line in test_input_reader:
                 if line.startswith("""-DOCSTART-"""						) or line == "" or line == "\n":
                       writer.write(SCREAMING_SNAKE_CASE_						)
                       if not preds_list[example_id]:
                             example_id += 1
                 elif preds_list[example_id]:
                       lowerCamelCase       :       str   =						line.split()[0] + """ """ + preds_list[example_id].pop(0						) + """\n"""
                       writer.write(SCREAMING_SNAKE_CASE_						)
                 else:
                       logger.warning("""Maximum sequence length exceeded: No prediction for \'%s\'."""  ,		line.split()[0]						)







     def 		a__    (						self:    Union[str, Any]  ,		__a:    str						)->     List[str]:


           if path:
                 with open(SCREAMING_SNAKE_CASE_  ,		"""r"""						) as f:
                       lowerCamelCase       :       List[Any]   =						f.read().splitlines()
                 if "O" not in labels:
                       lowerCamelCase       :       Dict   =						["""O"""] + labels
                 return labels
           else:
                 return ["O", "B-MISC", "I-MISC", "B-PER", "I-PER", "B-ORG", "I-ORG", "B-LOC", "I-LOC"]


class       A__						(    lowercase__):


     """simple docstring"""

     def __init__(						self:    List[Any]						)->     Any:
           super().__init__(label_idx=-2						)







     def 		a__    (						self:    Union[str, Any]  ,		__a:    str						)->     List[str]:


           if path:
                 with open(SCREAMING_SNAKE_CASE_  ,		"""r"""						) as f:
                       lowerCamelCase       :       Optional[int]   =						f.read().splitlines()
                 if "O" not in labels:
                       lowerCamelCase       :       Tuple   =						["""O"""] + labels
                 return labels
           else:
                 return [
                     "O",
                     "B-ADVP",
                     "B-INTJ",
                     "B-LST",
                     "B-PRT",
                     "B-NP",
                     "B-SBAR",
                     "B-VP",
                     "B-ADJP",
                     "B-CONJP",
                     "B-PP",
                     "I-ADVP",
                     "I-INTJ",
                     "I-LST",
                     "I-PRT",
                     "I-NP",
                     "I-SBAR",
                     "I-VP",
                     "I-ADJP",
                     "I-CONJP",
                     "I-PP",
                 ]


class       A__						(    lowercase__):


     """simple docstring"""

     def 		a__    (						self:    List[str]  ,		__a:    List[Any]  ,		__a:    Union[Split, str]						)->     List[InputExample]:


           if isinstance(SCREAMING_SNAKE_CASE_  ,		SCREAMING_SNAKE_CASE_						):
                 lowerCamelCase       :       int   =						mode.value
           lowerCamelCase       :       Union[str, Any]   =						os.path.join(SCREAMING_SNAKE_CASE_  ,		f'{mode}.txt'						)
           lowerCamelCase       :       Tuple   =						1
           lowerCamelCase       :       Dict   =						[]

           with open(SCREAMING_SNAKE_CASE_  ,		encoding="""utf-8"""						) as f:
                 for sentence in parse_incr(SCREAMING_SNAKE_CASE_						):
                       lowerCamelCase       :       Union[str, Any]   =						[]
                       lowerCamelCase       :       Optional[int]   =						[]
                       for token in sentence:
                             words.append(token["""form"""]						)
                             labels.append(token["""upos"""]						)
                       assert len(SCREAMING_SNAKE_CASE_						) == len(SCREAMING_SNAKE_CASE_						)
                       if words:
                             examples.append(InputExample(guid=f'{mode}-{guid_index}'  ,		words=SCREAMING_SNAKE_CASE_  ,		labels=SCREAMING_SNAKE_CASE_						)						)
                             guid_index += 1
           return examples

     def 		a__    (						self:    Optional[int]  ,		__a:    TextIO  ,		__a:    TextIO  ,		__a:    List						)->     List[Any]:
           lowerCamelCase       :       Any   =						0
           for sentence in parse_incr(SCREAMING_SNAKE_CASE_						):
                 lowerCamelCase       :       List[Any]   =						preds_list[example_id]
                 lowerCamelCase       :       str   =						""""""
                 for token in sentence:
                       out += f'{token["form"]} ({token["upos"]}|{s_p.pop(0						)}) '
                 out += "\n"
                 writer.write(SCREAMING_SNAKE_CASE_						)
                 example_id += 1







     def 		a__    (						self:    Any  ,		__a:    str						)->     List[str]:


           if path:
                 with open(SCREAMING_SNAKE_CASE_  ,		"""r"""						) as f:
                       return f.read().splitlines()
           else:
                 return [
                     "ADJ",
                     "ADP",
                     "ADV",
                     "AUX",
                     "CCONJ",
                     "DET",
                     "INTJ",
                     "NOUN",
                     "NUM",
                     "PART",
                     "PRON",
                     "PROPN",
                     "PUNCT",
                     "SCONJ",
                     "SYM",
                     "VERB",
                     "X",
                 ]






"""simple docstring"""






UpperCAmelCase        =				8.3_144_598




def __magic_name__	(				_lowerCamelCase:		float,					_lowerCamelCase:		float			)					->						float:

	'''simple docstring'''




	if temperature < 0:
		raise Exception('''Temperature cannot be less than 0 K'''			)
	if molar_mass <= 0:
		raise Exception('''Molar mass cannot be less than or equal to 0 kg/mol'''			)
	else:
		return (3 * UNIVERSAL_GAS_CONSTANT * temperature / molar_mass) ** 0.5


if __name__ == "__main__":
					import doctest

					# run doctest
					doctest.testmod()

					# example
					UpperCAmelCase        =				3_0_0
					UpperCAmelCase        =				2_8
					UpperCAmelCase        =				rms_speed_of_molecule(temperature, molar_mass)
					print(f"""Vrms of Nitrogen gas at 300 K is {vrms} m/s""")


